A General-purpose Task-parallel Programming System using Modern C++

Abseil Common Libraries (C++)

A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (p…

This is originally a collection of papers on neural network accelerators. Now it's more like my selection of research on deep learning and computer architecture.

[CVPR 2020] This project is the PyTorch implementation of our accepted CVPR 2020 paper : forward and backward information retention for accurate binary neural networks.

Pytorch implementation of our paper accepted by NeurIPS 2020 -- Rotated Binary Neural Network

Binarized Neural Network (BNN) for pytorch

Awesome machine learning for combinatorial optimization papers.

dabnn is an accelerated binary neural networks inference framework for mobile platform

A simple Graph Net in PyTorch

🚆 Fine-grained analysis and visualization of Hangzhou Metro for efficient traveling in metro system. Project report, slide and presentation video included.

Fast Programmable Nexus Network

Release of stream-specialization software/hardware stack.

This is a repo which contains some details about how to use OpenCL backend (Xilinx/Intel).

Datasets, Transforms and Models specific to Computer Vision

在FPGA上面实现一个NPU计算单元。能够执行矩阵运算（ADD/ADDi/ADDs/MULT/MULTi/DOT等）、图像处理运算（CONV/POOL等）、非线性映射（RELU/TANH/SIGM等）。

MAESTRO binary release

Xilinx Tcl Store

End-to-end SoC simulation: integrating the gem5 system simulator with the Aladdin accelerator simulator.

Python-based Hardware Design Processing Toolkit for Verilog HDL

Modified gem5 with new, machine learning based cache management policy

RTL, Cmodel, and testbench for NVDLA

GPGPU microprocessor architecture